{"id":13526126,"url":"https://github.com/VDIGPKU/CBNet_caffe","last_synced_at":"2025-04-01T06:31:27.072Z","repository":{"id":112183187,"uuid":"207217726","full_name":"VDIGPKU/CBNet_caffe","owner":"VDIGPKU","description":"Composite Backbone Network (AAAI20)","archived":false,"fork":false,"pushed_at":"2020-05-15T19:29:46.000Z","size":3974,"stargazers_count":411,"open_issues_count":13,"forks_count":79,"subscribers_count":15,"default_branch":"master","last_synced_at":"2024-05-21T11:50:30.648Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/VDIGPKU.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-09-09T03:38:24.000Z","updated_at":"2024-04-12T03:06:24.000Z","dependencies_parsed_at":"2023-03-13T13:29:17.057Z","dependency_job_id":null,"html_url":"https://github.com/VDIGPKU/CBNet_caffe","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VDIGPKU%2FCBNet_caffe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VDIGPKU%2FCBNet_caffe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VDIGPKU%2FCBNet_caffe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VDIGPKU%2FCBNet_caffe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VDIGPKU","download_url":"https://codeload.github.com/VDIGPKU/CBNet_caffe/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222703737,"owners_count":17025838,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-01T06:01:25.525Z","updated_at":"2024-11-02T10:31:37.202Z","avatar_url":"https://github.com/VDIGPKU.png","language":"Python","funding_links":[],"categories":["Recent Papers"],"sub_categories":[],"readme":"# CBNet: A Novel Composite Backbone Network Architecture for Object Detection\n\nby Yudong Liu\n\n## Update\n**We release our code based on mmdetection, and you can refer to https://github.com/VDIGPKU/CBNet**\n\n## Introduction\n\n\n\nThis repository is modified on [Cascade R-CNN](https://github.com/zhaoweicai/Detectron-Cascade-RCNN), which is re-implemented by by Zhaowei Cai and Nuno Vasconcelos on the base of [Detectron](https://github.com/facebookresearch/Detectron). \n\nPlease follow [Detectron](https://github.com/facebookresearch/Detectron) on how to install the environment.\n**The project is only free for academic research purposes. For commerce permission, please contact wyt@pku.edu.cn.**\n\n## Citation\n\nIf you use our code/model/data, please cite our paper:\nhttps://aaai.org/Papers/AAAI/2020GB/AAAI-LiuY.1833.pdf\n\n\n\n### Cascade Mask R-CNN without Bells \u0026 Whistles\n\n\u003ctable\u003e\u003ctbody\u003e\n\u003c!-- START BELLS TABLE --\u003e\n\u003c!-- TABLE HEADER --\u003e\n\u003c!-- Info: we use wrap text in \u003csup\u003e\u003csub\u003e\u003c/sub\u003e\u003csup\u003e to make is small --\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003e\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;backbone\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003etype\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003elr\u003cbr/\u003eschd\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003eim/\u003cbr/\u003egpu\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003ebox\u003cbr/\u003eAP\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003ebox\u003cbr/\u003eAP50\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003ebox\u003cbr/\u003eAP75\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003emask\u003cbr/\u003eAP\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003emask\u003cbr/\u003eAP50\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003cth valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003emask\u003cbr/\u003eAP75\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003c!--th valign=\"bottom\"\u003e\u003csup\u003e\u003csub\u003edownload\u003cbr/\u003elinks\u003c/sub\u003e\u003c/sup\u003e\u003c/th\u003e\n\u003c!-- TABLE BODY --\u003e\n  \n\u003ctr\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003e[X-152-32x8d-FPN-IN5k-cascade]\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003eMask\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003es1x\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e1\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e48.3\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e67.0\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e52.8\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e41.0\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e64.1\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e44.2\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003c/tr\u003e \n\n\u003ctr\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003eDual-X-152-32x8d-FPN-IN5k-cascade\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003eMask\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"left\"\u003e\u003csup\u003e\u003csub\u003es1x\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e1\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e50.0\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e68.8\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e54.6\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e42.0\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e64.6\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003ctd align=\"right\"\u003e\u003csup\u003e\u003csub\u003e45.6\u003c/sub\u003e\u003c/sup\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\n\u003c!-- END BELLS TABLE --\u003e\n\u003c/tbody\u003e\u003c/table\u003e\n\n\n\u003c!-- END E2E FASTER AND MASK TABLE --\u003e\n\u003c/tbody\u003e\u003c/table\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FVDIGPKU%2FCBNet_caffe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FVDIGPKU%2FCBNet_caffe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FVDIGPKU%2FCBNet_caffe/lists"}